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求二元函数$f(a,b)=8a^3+27b^3-a^3b^3$(a,b>0)的最大值

Finding the Maximum of $f(a,b)=8a3+27b3-a3b3$ (a,b>0)

Hey there! Let's break this down step by step. First, a quick correction: you labeled both partial derivatives as $f'(a,b)$, but we should distinguish between the partial derivative with respect to $a$ ($\frac{\partial f}{\partial a}$) and with respect to $b$ ($\frac{\partial f}{\partial b}$). Your calculations for the partial derivatives are actually correct, but let's fix the notation and work through the critical point solving properly.

Step 1: Correctly Solve for Critical Points

We start with the partial derivatives:

  • $\frac{\partial f}{\partial a} = 24a^2 - 3a2b3$
  • $\frac{\partial f}{\partial b} = 81b^2 - 3b2a3$

Since $a,b>0$, $a^2$ and $b^2$ are never zero, so we can safely divide both equations by $3a^2$ and $3b^2$ respectively to simplify:

  1. For $\frac{\partial f}{\partial a} = 0$:
    $$24a^2 - 3a2b3 = 0 \implies 8 - b^3 = 0 \implies b^3 = 8 \implies b=2$$
  2. For $\frac{\partial f}{\partial b} = 0$:
    $$81b^2 - 3b2a3 = 0 \implies 27 - a^3 = 0 \implies a^3=27 \implies a=3$$

So the only critical point in the domain $a,b>0$ is $(3,2)$. Let's calculate the function value here:
$$f(3,2) = 8(3)^3 + 27(2)^3 - (3)3(2)3 = 827 + 278 - 27*8 = 216$$

Step 2: Analyze Boundary Behavior and Monotonicity

Now we need to check if this critical point is a maximum, or if the function can grow without bound:

  • Case 1: $b < 2$: Here, $8 - b^3 > 0$, so $\frac{\partial f}{\partial a} = 3a^2(8 - b^3) > 0$. This means $f(a,b)$ is strictly increasing with respect to $a$. As $a \to +\infty$, $f(a,b) = a^3(8 - b^3) + 27b^3 \to +\infty$.
  • Case 2: $b > 2$: Here, $8 - b^3 < 0$, so $\frac{\partial f}{\partial a} < 0$, meaning $f(a,b)$ is strictly decreasing with respect to $a$. But if we take $a \to 0^+$, $f(a,b) = 0 + 27b^3 - 0 = 27b^3$, which tends to $+\infty$ as $b \to +\infty$.
  • Case 3: $b=2$: The function simplifies to $f(a,2) = 8a^3 + 278 - a^38 = 216$, a constant.
  • Case 4: $a=3$: Similarly, $f(3,b) = 8*27 + 27b^3 - 27b^3 = 216$, a constant.

Step 3: Conclusion

The critical point $(3,2)$ gives a value of 216, but this is a local maximum, not a global maximum. The function can grow without bound by either taking $a \to +\infty$ with $b < 2$, or $b \to +\infty$ with $a \to 0^+$.

If the problem intended to ask for the local maximum (or if there was an unstated constraint like $a \geq 3$ or $b \geq 2$), then 216 is the answer. But with the given domain $a,b>0$, the function does not have a global maximum.

内容的提问来源于stack exchange,提问作者DXT

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最近更新时间:2026.05.19 09:44:27